High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods

29 December 2011

Papers citing "High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods"

7 / 7 papers shown

Title
Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families Goutham Rajendran Bohdan Kivva Ming Gao Bryon Aragam 29 17 0 10 Oct 2021
Learning linear structural equation models in polynomial time and sample complexity Asish Ghoshal Jean Honorio CML 33 83 0 15 Jul 2017
Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity Asish Ghoshal Jean Honorio CML TPM 32 55 0 03 Mar 2017
Efficient Neighborhood Selection for Gaussian Graphical Models Yingxiang Yang Jalal Etesami Negar Kiyavash TPM 19 1 0 22 Sep 2015
Forward - Backward Greedy Algorithms for Atomic Norm Regularization Nikhil S. Rao P. Shah Stephen J. Wright 33 90 0 23 Apr 2014
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint Ji Liu R. Fujimaki Jieping Ye 40 45 0 31 Dec 2013
Partial Gaussian Graphical Model Estimation Xiao-Tong Yuan Tong Zhang 49 42 0 28 Sep 2012